Overview
Brought to you by YData
Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 45502 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 28.6 MiB |
| Average record size in memory | 658.0 B |
Variable types
| Categorical | 11 |
|---|---|
| Numeric | 8 |
| Boolean | 1 |
City is highly overall correlated with month | High correlation |
day_of_month is highly overall correlated with is_weekend and 1 other fields | High correlation |
distance is highly overall correlated with order_hour and 1 other fields | High correlation |
is_weekend is highly overall correlated with day_of_month and 1 other fields | High correlation |
month is highly overall correlated with City and 1 other fields | High correlation |
order_hour is highly overall correlated with distance and 2 other fields | High correlation |
order_time_of_day is highly overall correlated with distance and 2 other fields | High correlation |
traffic_type is highly overall correlated with order_hour and 1 other fields | High correlation |
weekday is highly overall correlated with is_weekend | High correlation |
Festival is highly imbalanced (86.1%) | Imbalance |
multiple_deliveries has 14061 (30.9%) zeros | Zeros |
Reproduction
| Analysis started | 2025-06-27 19:24:50.454289 |
|---|---|
| Analysis finished | 2025-06-27 19:25:04.597725 |
| Duration | 14.14 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
City
Categorical
High correlation
| Distinct | 22 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.6 MiB |
| JAP | |
|---|---|
| RANCHI | |
| BANG | |
| SUR | |
| HYD | |
| Other values (17) |
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 3.6604105 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | INDO |
|---|---|
| 2nd row | BANG |
| 3rd row | BANG |
| 4th row | COIMB |
| 5th row | CHEN |
Common Values
| Value | Count | Frequency (%) |
| JAP | 3439 | 7.6% |
| RANCHI | 3222 | 7.1% |
| BANG | 3184 | 7.0% |
| SUR | 3182 | 7.0% |
| HYD | 3177 | 7.0% |
| MUM | 3168 | 7.0% |
| MYS | 3164 | 7.0% |
| COIMB | 3162 | 6.9% |
| VAD | 3159 | 6.9% |
| INDO | 3154 | 6.9% |
| Other values (12) | 13491 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| jap | 3439 | 7.6% |
| ranchi | 3222 | 7.1% |
| bang | 3184 | 7.0% |
| sur | 3182 | 7.0% |
| hyd | 3177 | 7.0% |
| mum | 3168 | 7.0% |
| mys | 3164 | 7.0% |
| coimb | 3162 | 6.9% |
| vad | 3159 | 6.9% |
| indo | 3154 | 6.9% |
| Other values (12) | 13491 |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 16558 | 9.9% |
| A | 15915 | 9.6% |
| M | 12662 | 7.6% |
| H | 12451 | 7.5% |
| D | 10983 | 6.6% |
| U | 10940 | 6.6% |
| C | 10217 | 6.1% |
| I | 9538 | 5.7% |
| O | 8425 | 5.1% |
| P | 7994 | 4.8% |
| Other values (10) | 50873 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 166556 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| N | 16558 | 9.9% |
| A | 15915 | 9.6% |
| M | 12662 | 7.6% |
| H | 12451 | 7.5% |
| D | 10983 | 6.6% |
| U | 10940 | 6.6% |
| C | 10217 | 6.1% |
| I | 9538 | 5.7% |
| O | 8425 | 5.1% |
| P | 7994 | 4.8% |
| Other values (10) | 50873 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 166556 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| N | 16558 | 9.9% |
| A | 15915 | 9.6% |
| M | 12662 | 7.6% |
| H | 12451 | 7.5% |
| D | 10983 | 6.6% |
| U | 10940 | 6.6% |
| C | 10217 | 6.1% |
| I | 9538 | 5.7% |
| O | 8425 | 5.1% |
| P | 7994 | 4.8% |
| Other values (10) | 50873 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 166556 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| N | 16558 | 9.9% |
| A | 15915 | 9.6% |
| M | 12662 | 7.6% |
| H | 12451 | 7.5% |
| D | 10983 | 6.6% |
| U | 10940 | 6.6% |
| C | 10217 | 6.1% |
| I | 9538 | 5.7% |
| O | 8425 | 5.1% |
| P | 7994 | 4.8% |
| Other values (10) | 50873 |
Rider_age
Real number (ℝ)
| Distinct | 83 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.555009 |
| Minimum | 20 |
|---|---|
| Maximum | 39 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 355.6 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 21 |
| Q1 | 25 |
| median | 30 |
| Q3 | 34 |
| 95-th percentile | 38 |
| Maximum | 39 |
| Range | 19 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 5.6689428 |
|---|---|
| Coefficient of variation (CV) | 0.19180989 |
| Kurtosis | -1.1608058 |
| Mean | 29.555009 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.014987418 |
| Sum | 1344812 |
| Variance | 32.136912 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 30 | 2293 | 5.0% |
| 35 | 2270 | 5.0% |
| 36 | 2266 | 5.0% |
| 29 | 2246 | 4.9% |
| 32 | 2230 | 4.9% |
| 37 | 2228 | 4.9% |
| 38 | 2220 | 4.9% |
| 28 | 2217 | 4.9% |
| 24 | 2217 | 4.9% |
| 33 | 2213 | 4.9% |
| Other values (73) | 23102 |
| Value | Count | Frequency (%) |
| 20 | 2136 | |
| 20.8 | 1 | < 0.1% |
| 21 | 2153 | |
| 21.2 | 1 | < 0.1% |
| 21.6 | 1 | < 0.1% |
| 21.8 | 2 | < 0.1% |
| 22 | 2197 | |
| 22.2 | 3 | < 0.1% |
| 22.4 | 3 | < 0.1% |
| 22.6 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 39 | 2144 | |
| 38 | 2220 | |
| 37 | 2228 | |
| 36.6 | 1 | < 0.1% |
| 36.4 | 3 | < 0.1% |
| 36.2 | 2 | < 0.1% |
| 36 | 2266 | |
| 35.8 | 2 | < 0.1% |
| 35.6 | 4 | < 0.1% |
| 35.4 | 2 | < 0.1% |
Rider_rating
Real number (ℝ)
| Distinct | 108 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.635867 |
| Minimum | 2.5 |
|---|---|
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 355.6 KiB |
Quantile statistics
| Minimum | 2.5 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 4.5 |
| median | 4.7 |
| Q3 | 4.8 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 2.5 |
| Interquartile range (IQR) | 0.3 |
Descriptive statistics
| Standard deviation | 0.30883104 |
|---|---|
| Coefficient of variation (CV) | 0.066617752 |
| Kurtosis | 5.3598211 |
| Mean | 4.635867 |
| Median Absolute Deviation (MAD) | 0.16 |
| Skewness | -1.8166234 |
| Sum | 210941.22 |
| Variance | 0.09537661 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4.7 | 7249 | |
| 4.8 | 7228 | |
| 4.9 | 7055 | |
| 4.6 | 7012 | |
| 5 | 3996 | |
| 4.5 | 3342 | |
| 4.1 | 1433 | 3.1% |
| 4.2 | 1422 | 3.1% |
| 4.3 | 1414 | 3.1% |
| 4.4 | 1373 | 3.0% |
| Other values (98) | 3978 |
| Value | Count | Frequency (%) |
| 2.5 | 20 | |
| 2.6 | 22 | |
| 2.7 | 22 | |
| 2.8 | 19 | |
| 2.9 | 19 | |
| 2.94 | 1 | < 0.1% |
| 3 | 6 | < 0.1% |
| 3.1 | 29 | |
| 3.2 | 29 | |
| 3.3 | 25 |
| Value | Count | Frequency (%) |
| 5 | 3996 | |
| 4.96 | 1 | < 0.1% |
| 4.94 | 1 | < 0.1% |
| 4.92 | 4 | < 0.1% |
| 4.9 | 7055 | |
| 4.88 | 8 | < 0.1% |
| 4.88 | 16 | < 0.1% |
| 4.86 | 5 | < 0.1% |
| 4.86 | 19 | < 0.1% |
| 4.86 | 12 | < 0.1% |
pickup_time
Real number (ℝ)
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.9947695 |
| Minimum | 5 |
|---|---|
| Maximum | 15 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 355.6 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 5 |
| median | 10 |
| Q3 | 15 |
| 95-th percentile | 15 |
| Maximum | 15 |
| Range | 10 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 4.0283352 |
|---|---|
| Coefficient of variation (CV) | 0.40304433 |
| Kurtosis | -1.4666526 |
| Mean | 9.9947695 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.00043647038 |
| Sum | 454782 |
| Variance | 16.227484 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 10 | 14903 | |
| 5 | 14714 | |
| 15 | 14614 | |
| 11 | 328 | 0.7% |
| 9 | 278 | 0.6% |
| 12 | 208 | 0.5% |
| 8 | 183 | 0.4% |
| 13 | 114 | 0.3% |
| 7 | 84 | 0.2% |
| 14 | 47 | 0.1% |
| Value | Count | Frequency (%) |
| 5 | 14714 | |
| 6 | 29 | 0.1% |
| 7 | 84 | 0.2% |
| 8 | 183 | 0.4% |
| 9 | 278 | 0.6% |
| 10 | 14903 | |
| 11 | 328 | 0.7% |
| 12 | 208 | 0.5% |
| 13 | 114 | 0.3% |
| 14 | 47 | 0.1% |
| Value | Count | Frequency (%) |
| 15 | 14614 | |
| 14 | 47 | 0.1% |
| 13 | 114 | 0.3% |
| 12 | 208 | 0.5% |
| 11 | 328 | 0.7% |
| 10 | 14903 | |
| 9 | 278 | 0.6% |
| 8 | 183 | 0.4% |
| 7 | 84 | 0.2% |
| 6 | 29 | 0.1% |
Weatherconditions
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| Fog | |
|---|---|
| Sandstorms | |
| Stormy | |
| Cloudy | |
| Windy |
Length
| Max length | 10 |
|---|---|
| Median length | 6 |
| Mean length | 5.8462705 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Sunny |
|---|---|
| 2nd row | Stormy |
| 3rd row | Sandstorms |
| 4th row | Sunny |
| 5th row | Cloudy |
Common Values
| Value | Count | Frequency (%) |
| Fog | 7770 | |
| Sandstorms | 7759 | |
| Stormy | 7710 | |
| Cloudy | 7542 | |
| Windy | 7422 | |
| Sunny | 7299 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| fog | 7770 | |
| sandstorms | 7759 | |
| stormy | 7710 | |
| cloudy | 7542 | |
| windy | 7422 | |
| sunny | 7299 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 30781 | |
| y | 29973 | |
| n | 29779 | |
| S | 22768 | |
| d | 22723 | |
| s | 15518 | 5.8% |
| m | 15469 | 5.8% |
| r | 15469 | 5.8% |
| t | 15469 | 5.8% |
| u | 14841 | 5.6% |
| Other values (7) | 53227 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 266017 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 30781 | |
| y | 29973 | |
| n | 29779 | |
| S | 22768 | |
| d | 22723 | |
| s | 15518 | 5.8% |
| m | 15469 | 5.8% |
| r | 15469 | 5.8% |
| t | 15469 | 5.8% |
| u | 14841 | 5.6% |
| Other values (7) | 53227 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 266017 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 30781 | |
| y | 29973 | |
| n | 29779 | |
| S | 22768 | |
| d | 22723 | |
| s | 15518 | 5.8% |
| m | 15469 | 5.8% |
| r | 15469 | 5.8% |
| t | 15469 | 5.8% |
| u | 14841 | 5.6% |
| Other values (7) | 53227 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 266017 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 30781 | |
| y | 29973 | |
| n | 29779 | |
| S | 22768 | |
| d | 22723 | |
| s | 15518 | 5.8% |
| m | 15469 | 5.8% |
| r | 15469 | 5.8% |
| t | 15469 | 5.8% |
| u | 14841 | 5.6% |
| Other values (7) | 53227 |
traffic_type
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.6 MiB |
| low | |
|---|---|
| jam | |
| medium | |
| high |
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 3.8191948 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | high |
|---|---|
| 2nd row | jam |
| 3rd row | low |
| 4th row | medium |
| 5th row | high |
Common Values
| Value | Count | Frequency (%) |
| low | 15635 | |
| jam | 14486 | |
| medium | 10947 | |
| high | 4434 | 9.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| low | 15635 | |
| jam | 14486 | |
| medium | 10947 | |
| high | 4434 | 9.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| m | 36380 | |
| l | 15635 | |
| w | 15635 | |
| o | 15635 | |
| i | 15381 | |
| j | 14486 | 8.3% |
| a | 14486 | 8.3% |
| e | 10947 | 6.3% |
| d | 10947 | 6.3% |
| u | 10947 | 6.3% |
| Other values (2) | 13302 | 7.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 173781 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| m | 36380 | |
| l | 15635 | |
| w | 15635 | |
| o | 15635 | |
| i | 15381 | |
| j | 14486 | 8.3% |
| a | 14486 | 8.3% |
| e | 10947 | 6.3% |
| d | 10947 | 6.3% |
| u | 10947 | 6.3% |
| Other values (2) | 13302 | 7.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 173781 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| m | 36380 | |
| l | 15635 | |
| w | 15635 | |
| o | 15635 | |
| i | 15381 | |
| j | 14486 | 8.3% |
| a | 14486 | 8.3% |
| e | 10947 | 6.3% |
| d | 10947 | 6.3% |
| u | 10947 | 6.3% |
| Other values (2) | 13302 | 7.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 173781 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| m | 36380 | |
| l | 15635 | |
| w | 15635 | |
| o | 15635 | |
| i | 15381 | |
| j | 14486 | 8.3% |
| a | 14486 | 8.3% |
| e | 10947 | 6.3% |
| d | 10947 | 6.3% |
| u | 10947 | 6.3% |
| Other values (2) | 13302 | 7.7% |
Vehicle_condition
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 MiB |
| 2 | |
|---|---|
| 1 | |
| 0 | |
| 3 | 429 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 15034 | |
| 1 | 15030 | |
| 0 | 15009 | |
| 3 | 429 | 0.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 15034 | |
| 1 | 15030 | |
| 0 | 15009 | |
| 3 | 429 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 15034 | |
| 1 | 15030 | |
| 0 | 15009 | |
| 3 | 429 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 45502 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 15034 | |
| 1 | 15030 | |
| 0 | 15009 | |
| 3 | 429 | 0.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 45502 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 15034 | |
| 1 | 15030 | |
| 0 | 15009 | |
| 3 | 429 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 45502 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 15034 | |
| 1 | 15030 | |
| 0 | 15009 | |
| 3 | 429 | 0.9% |
Type_of_order
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
| Snack | |
|---|---|
| Meal | |
| Drinks | |
| Buffet |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 6.2443849 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Snack |
|---|---|
| 2nd row | Snack |
| 3rd row | Drinks |
| 4th row | Buffet |
| 5th row | Snack |
Common Values
| Value | Count | Frequency (%) |
| Snack | 11512 | |
| Meal | 11435 | |
| Drinks | 11294 | |
| Buffet | 11261 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| snack | 11512 | |
| meal | 11435 | |
| drinks | 11294 | |
| buffet | 11261 |
Most occurring characters
| Value | Count | Frequency (%) |
| 45502 | ||
| a | 22947 | 8.1% |
| k | 22806 | 8.0% |
| n | 22806 | 8.0% |
| e | 22696 | 8.0% |
| f | 22522 | 7.9% |
| S | 11512 | 4.1% |
| c | 11512 | 4.1% |
| M | 11435 | 4.0% |
| l | 11435 | 4.0% |
| Other values (7) | 78959 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 284132 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 45502 | ||
| a | 22947 | 8.1% |
| k | 22806 | 8.0% |
| n | 22806 | 8.0% |
| e | 22696 | 8.0% |
| f | 22522 | 7.9% |
| S | 11512 | 4.1% |
| c | 11512 | 4.1% |
| M | 11435 | 4.0% |
| l | 11435 | 4.0% |
| Other values (7) | 78959 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 284132 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 45502 | ||
| a | 22947 | 8.1% |
| k | 22806 | 8.0% |
| n | 22806 | 8.0% |
| e | 22696 | 8.0% |
| f | 22522 | 7.9% |
| S | 11512 | 4.1% |
| c | 11512 | 4.1% |
| M | 11435 | 4.0% |
| l | 11435 | 4.0% |
| Other values (7) | 78959 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 284132 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 45502 | ||
| a | 22947 | 8.1% |
| k | 22806 | 8.0% |
| n | 22806 | 8.0% |
| e | 22696 | 8.0% |
| f | 22522 | 7.9% |
| S | 11512 | 4.1% |
| c | 11512 | 4.1% |
| M | 11435 | 4.0% |
| l | 11435 | 4.0% |
| Other values (7) | 78959 |
Type_of_vehicle
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.9 MiB |
| motorcycle | |
|---|---|
| scooter | |
| electric_scooter | |
| bicycle | 53 |
Length
| Max length | 16 |
|---|---|
| Median length | 10 |
| Mean length | 9.4896268 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | motorcycle |
|---|---|
| 2nd row | scooter |
| 3rd row | motorcycle |
| 4th row | motorcycle |
| 5th row | scooter |
Common Values
| Value | Count | Frequency (%) |
| motorcycle | 26427 | |
| scooter | 15244 | |
| electric_scooter | 3778 | 8.3% |
| bicycle | 53 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| motorcycle | 26427 | |
| scooter | 15244 | |
| electric_scooter | 3778 | 8.3% |
| bicycle | 53 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 90898 | |
| c | 79538 | |
| e | 53058 | |
| t | 49227 | |
| r | 49227 | |
| l | 30258 | 7.0% |
| y | 26480 | 6.1% |
| m | 26427 | 6.1% |
| s | 19022 | 4.4% |
| i | 3831 | 0.9% |
| Other values (2) | 3831 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 431797 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 90898 | |
| c | 79538 | |
| e | 53058 | |
| t | 49227 | |
| r | 49227 | |
| l | 30258 | 7.0% |
| y | 26480 | 6.1% |
| m | 26427 | 6.1% |
| s | 19022 | 4.4% |
| i | 3831 | 0.9% |
| Other values (2) | 3831 | 0.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 431797 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 90898 | |
| c | 79538 | |
| e | 53058 | |
| t | 49227 | |
| r | 49227 | |
| l | 30258 | 7.0% |
| y | 26480 | 6.1% |
| m | 26427 | 6.1% |
| s | 19022 | 4.4% |
| i | 3831 | 0.9% |
| Other values (2) | 3831 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 431797 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 90898 | |
| c | 79538 | |
| e | 53058 | |
| t | 49227 | |
| r | 49227 | |
| l | 30258 | 7.0% |
| y | 26480 | 6.1% |
| m | 26427 | 6.1% |
| s | 19022 | 4.4% |
| i | 3831 | 0.9% |
| Other values (2) | 3831 | 0.9% |
multiple_deliveries
Real number (ℝ)
Zeros
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.74418707 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 14061 |
| Zeros (%) | 30.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 355.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.56720358 |
|---|---|
| Coefficient of variation (CV) | 0.76217877 |
| Kurtosis | 0.97546509 |
| Mean | 0.74418707 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.33071899 |
| Sum | 33862 |
| Variance | 0.32171991 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 1 | 28242 | |
| 0 | 14061 | |
| 2 | 1983 | 4.4% |
| 3 | 361 | 0.8% |
| 0.6 | 346 | 0.8% |
| 0.8 | 328 | 0.7% |
| 0.4 | 124 | 0.3% |
| 1.2 | 30 | 0.1% |
| 0.2 | 19 | < 0.1% |
| 1.4 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 14061 | |
| 0.2 | 19 | < 0.1% |
| 0.4 | 124 | 0.3% |
| 0.6 | 346 | 0.8% |
| 0.8 | 328 | 0.7% |
| 1 | 28242 | |
| 1.2 | 30 | 0.1% |
| 1.4 | 7 | < 0.1% |
| 1.8 | 1 | < 0.1% |
| 2 | 1983 | 4.4% |
| Value | Count | Frequency (%) |
| 3 | 361 | 0.8% |
| 2 | 1983 | 4.4% |
| 1.8 | 1 | < 0.1% |
| 1.4 | 7 | < 0.1% |
| 1.2 | 30 | 0.1% |
| 1 | 28242 | |
| 0.8 | 328 | 0.7% |
| 0.6 | 346 | 0.8% |
| 0.4 | 124 | 0.3% |
| 0.2 | 19 | < 0.1% |
Festival
Boolean
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 44.6 KiB |
| False | |
|---|---|
| True | 894 |
| Value | Count | Frequency (%) |
| False | 44608 | |
| True | 894 | 2.0% |
City_type
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 MiB |
| metropolitian | |
|---|---|
| urban | |
| semi-urban | 191 |
Length
| Max length | 13 |
|---|---|
| Median length | 13 |
| Mean length | 11.209727 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | urban |
|---|---|
| 2nd row | metropolitian |
| 3rd row | urban |
| 4th row | metropolitian |
| 5th row | metropolitian |
Common Values
| Value | Count | Frequency (%) |
| metropolitian | 35200 | |
| urban | 10111 | 22.2% |
| semi-urban | 191 | 0.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| metropolitian | 35200 | |
| urban | 10111 | 22.2% |
| semi-urban | 191 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 70591 | |
| o | 70400 | |
| t | 70400 | |
| r | 45502 | |
| a | 45502 | |
| n | 45502 | |
| m | 35391 | |
| e | 35391 | |
| p | 35200 | |
| l | 35200 | |
| Other values (4) | 20986 | 4.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 510065 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 70591 | |
| o | 70400 | |
| t | 70400 | |
| r | 45502 | |
| a | 45502 | |
| n | 45502 | |
| m | 35391 | |
| e | 35391 | |
| p | 35200 | |
| l | 35200 | |
| Other values (4) | 20986 | 4.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 510065 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 70591 | |
| o | 70400 | |
| t | 70400 | |
| r | 45502 | |
| a | 45502 | |
| n | 45502 | |
| m | 35391 | |
| e | 35391 | |
| p | 35200 | |
| l | 35200 | |
| Other values (4) | 20986 | 4.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 510065 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 70591 | |
| o | 70400 | |
| t | 70400 | |
| r | 45502 | |
| a | 45502 | |
| n | 45502 | |
| m | 35391 | |
| e | 35391 | |
| p | 35200 | |
| l | 35200 | |
| Other values (4) | 20986 | 4.1% |
time_taken
Real number (ℝ)
| Distinct | 45 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.297591 |
| Minimum | 10 |
|---|---|
| Maximum | 54 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 355.6 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 13 |
| Q1 | 19 |
| median | 26 |
| Q3 | 32 |
| 95-th percentile | 44 |
| Maximum | 54 |
| Range | 44 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 9.386419 |
|---|---|
| Coefficient of variation (CV) | 0.35693075 |
| Kurtosis | -0.31163775 |
| Mean | 26.297591 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.48558247 |
| Sum | 1196593 |
| Variance | 88.104862 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=45)
| Value | Count | Frequency (%) |
| 26 | 2121 | 4.7% |
| 25 | 2044 | 4.5% |
| 27 | 1970 | 4.3% |
| 28 | 1956 | 4.3% |
| 29 | 1954 | 4.3% |
| 19 | 1819 | 4.0% |
| 15 | 1805 | 4.0% |
| 18 | 1763 | 3.9% |
| 16 | 1704 | 3.7% |
| 17 | 1690 | 3.7% |
| Other values (35) | 26676 |
| Value | Count | Frequency (%) |
| 10 | 750 | |
| 11 | 756 | |
| 12 | 745 | |
| 13 | 715 | 1.6% |
| 14 | 736 | |
| 15 | 1805 | |
| 16 | 1704 | |
| 17 | 1690 | |
| 18 | 1763 | |
| 19 | 1819 |
| Value | Count | Frequency (%) |
| 54 | 91 | 0.2% |
| 53 | 100 | 0.2% |
| 52 | 79 | 0.2% |
| 51 | 94 | 0.2% |
| 50 | 72 | 0.2% |
| 49 | 280 | |
| 48 | 276 | |
| 47 | 295 | |
| 46 | 274 | |
| 45 | 241 |
weekday
Categorical
High correlation
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| Wednesday | |
|---|---|
| Friday | |
| Tuesday | |
| Thursday | |
| Saturday | |
| Other values (2) |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 7.160872 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Saturday |
|---|---|
| 2nd row | Friday |
| 3rd row | Saturday |
| 4th row | Tuesday |
| 5th row | Saturday |
Common Values
| Value | Count | Frequency (%) |
| Wednesday | 7077 | |
| Friday | 7020 | |
| Tuesday | 6363 | |
| Thursday | 6338 | |
| Saturday | 6276 | |
| Sunday | 6231 | |
| Monday | 6197 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| wednesday | 7077 | |
| friday | 7020 | |
| tuesday | 6363 | |
| thursday | 6338 | |
| saturday | 6276 | |
| sunday | 6231 | |
| monday | 6197 |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 52579 | |
| a | 51778 | |
| y | 45502 | |
| u | 25208 | |
| e | 20517 | 6.3% |
| s | 19778 | 6.1% |
| r | 19634 | 6.0% |
| n | 19505 | 6.0% |
| T | 12701 | 3.9% |
| S | 12507 | 3.8% |
| Other values (7) | 46125 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 325834 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| d | 52579 | |
| a | 51778 | |
| y | 45502 | |
| u | 25208 | |
| e | 20517 | 6.3% |
| s | 19778 | 6.1% |
| r | 19634 | 6.0% |
| n | 19505 | 6.0% |
| T | 12701 | 3.9% |
| S | 12507 | 3.8% |
| Other values (7) | 46125 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 325834 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| d | 52579 | |
| a | 51778 | |
| y | 45502 | |
| u | 25208 | |
| e | 20517 | 6.3% |
| s | 19778 | 6.1% |
| r | 19634 | 6.0% |
| n | 19505 | 6.0% |
| T | 12701 | 3.9% |
| S | 12507 | 3.8% |
| Other values (7) | 46125 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 325834 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| d | 52579 | |
| a | 51778 | |
| y | 45502 | |
| u | 25208 | |
| e | 20517 | 6.3% |
| s | 19778 | 6.1% |
| r | 19634 | 6.0% |
| n | 19505 | 6.0% |
| T | 12701 | 3.9% |
| S | 12507 | 3.8% |
| Other values (7) | 46125 |
is_weekend
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 32995 | |
| 1 | 12507 | 27.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 32995 | |
| 1 | 12507 | 27.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 32995 | |
| 1 | 12507 | 27.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 45502 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 32995 | |
| 1 | 12507 | 27.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 45502 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 32995 | |
| 1 | 12507 | 27.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 45502 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 32995 | |
| 1 | 12507 | 27.5% |
day_of_month
Real number (ℝ)
High correlation
| Distinct | 30 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.811657 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 355.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 6 |
| median | 13 |
| Q3 | 20 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 8.7095401 |
|---|---|
| Coefficient of variation (CV) | 0.63059344 |
| Kurtosis | -0.9700908 |
| Mean | 13.811657 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.29909432 |
| Sum | 628458 |
| Variance | 75.856089 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 3 | 2323 | 5.1% |
| 5 | 2308 | 5.1% |
| 1 | 2268 | 5.0% |
| 15 | 2134 | 4.7% |
| 13 | 2120 | 4.7% |
| 11 | 2115 | 4.6% |
| 17 | 2070 | 4.5% |
| 2 | 1999 | 4.4% |
| 6 | 1941 | 4.3% |
| 4 | 1921 | 4.2% |
| Other values (20) | 24303 |
| Value | Count | Frequency (%) |
| 1 | 2268 | |
| 2 | 1999 | |
| 3 | 2323 | |
| 4 | 1921 | |
| 5 | 2308 | |
| 6 | 1941 | |
| 7 | 1153 | |
| 8 | 962 | |
| 9 | 1156 | |
| 10 | 996 |
| Value | Count | Frequency (%) |
| 31 | 966 | |
| 30 | 1139 | |
| 29 | 975 | |
| 28 | 1139 | |
| 27 | 962 | |
| 26 | 1166 | |
| 25 | 974 | |
| 24 | 1159 | |
| 23 | 963 | |
| 21 | 1144 |
month
Categorical
High correlation
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 MiB |
| 3 | |
|---|---|
| 2 | |
| 4 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 4 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 31919 | |
| 2 | 7230 | 15.9% |
| 4 | 6353 | 14.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 31919 | |
| 2 | 7230 | 15.9% |
| 4 | 6353 | 14.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 31919 | |
| 2 | 7230 | 15.9% |
| 4 | 6353 | 14.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 45502 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 31919 | |
| 2 | 7230 | 15.9% |
| 4 | 6353 | 14.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 45502 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 31919 | |
| 2 | 7230 | 15.9% |
| 4 | 6353 | 14.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 45502 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 31919 | |
| 2 | 7230 | 15.9% |
| 4 | 6353 | 14.0% |
order_hour
Real number (ℝ)
High correlation
| Distinct | 74 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.427942 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 430 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 355.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 15 |
| median | 19 |
| Q3 | 21 |
| 95-th percentile | 23 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.7596781 |
|---|---|
| Coefficient of variation (CV) | 0.27310615 |
| Kurtosis | 0.51770754 |
| Mean | 17.427942 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -1.0309661 |
| Sum | 793006.2 |
| Variance | 22.654536 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 21 | 4693 | |
| 20 | 4647 | |
| 19 | 4611 | |
| 22 | 4577 | |
| 23 | 4511 | |
| 18 | 4506 | |
| 17 | 4363 | |
| 10 | 1996 | 4.4% |
| 11 | 1968 | 4.3% |
| 9 | 1948 | 4.3% |
| Other values (64) | 7682 |
| Value | Count | Frequency (%) |
| 0 | 430 | 0.9% |
| 6.8 | 3 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1818 | |
| 8.2 | 1 | < 0.1% |
| 8.6 | 1 | < 0.1% |
| 9 | 1948 | |
| 9.2 | 1 | < 0.1% |
| 9.4 | 4 | < 0.1% |
| 9.6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 23 | 4511 | |
| 22.8 | 5 | < 0.1% |
| 22.6 | 12 | < 0.1% |
| 22.4 | 13 | < 0.1% |
| 22.2 | 6 | < 0.1% |
| 22 | 4577 | |
| 21.8 | 1 | < 0.1% |
| 21.6 | 1 | < 0.1% |
| 21.4 | 3 | < 0.1% |
| 21.2 | 6 | < 0.1% |
order_time_of_day
Categorical
High correlation
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.8 MiB |
| Evening | |
|---|---|
| Afternoon | |
| Morning |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 7.5466573 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Morning |
|---|---|
| 2nd row | Evening |
| 3rd row | Morning |
| 4th row | Afternoon |
| 5th row | Afternoon |
Common Values
| Value | Count | Frequency (%) |
| Evening | 24006 | |
| Afternoon | 12437 | |
| Morning | 9059 | 19.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| evening | 24006 | |
| afternoon | 12437 | |
| morning | 9059 | 19.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 91004 | |
| e | 36443 | |
| o | 33933 | 9.9% |
| i | 33065 | 9.6% |
| g | 33065 | 9.6% |
| v | 24006 | 7.0% |
| E | 24006 | 7.0% |
| r | 21496 | 6.3% |
| f | 12437 | 3.6% |
| A | 12437 | 3.6% |
| Other values (2) | 21496 | 6.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 343388 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 91004 | |
| e | 36443 | |
| o | 33933 | 9.9% |
| i | 33065 | 9.6% |
| g | 33065 | 9.6% |
| v | 24006 | 7.0% |
| E | 24006 | 7.0% |
| r | 21496 | 6.3% |
| f | 12437 | 3.6% |
| A | 12437 | 3.6% |
| Other values (2) | 21496 | 6.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 343388 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 91004 | |
| e | 36443 | |
| o | 33933 | 9.9% |
| i | 33065 | 9.6% |
| g | 33065 | 9.6% |
| v | 24006 | 7.0% |
| E | 24006 | 7.0% |
| r | 21496 | 6.3% |
| f | 12437 | 3.6% |
| A | 12437 | 3.6% |
| Other values (2) | 21496 | 6.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 343388 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 91004 | |
| e | 36443 | |
| o | 33933 | 9.9% |
| i | 33065 | 9.6% |
| g | 33065 | 9.6% |
| v | 24006 | 7.0% |
| E | 24006 | 7.0% |
| r | 21496 | 6.3% |
| f | 12437 | 3.6% |
| A | 12437 | 3.6% |
| Other values (2) | 21496 | 6.3% |
distance
Real number (ℝ)
High correlation
| Distinct | 7821 |
|---|---|
| Distinct (%) | 17.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.721955 |
| Minimum | 1.4650674 |
|---|---|
| Maximum | 20.969489 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 355.6 KiB |
Quantile statistics
| Minimum | 1.4650674 |
|---|---|
| 5-th percentile | 1.5367188 |
| Q1 | 4.6819428 |
| median | 9.2203731 |
| Q3 | 13.583332 |
| 95-th percentile | 19.914689 |
| Maximum | 20.969489 |
| Range | 19.504422 |
| Interquartile range (IQR) | 8.9013897 |
Descriptive statistics
| Standard deviation | 5.4334969 |
|---|---|
| Coefficient of variation (CV) | 0.55888933 |
| Kurtosis | -0.80555382 |
| Mean | 9.721955 |
| Median Absolute Deviation (MAD) | 4.3630771 |
| Skewness | 0.32820515 |
| Sum | 442368.4 |
| Variance | 29.522889 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 13.68204453 | 18 | < 0.1% |
| 16.85211869 | 18 | < 0.1% |
| 19.8756806 | 18 | < 0.1% |
| 1.509479521 | 18 | < 0.1% |
| 12.29416638 | 18 | < 0.1% |
| 6.210607623 | 18 | < 0.1% |
| 2.979795885 | 18 | < 0.1% |
| 9.32660324 | 18 | < 0.1% |
| 13.58430606 | 18 | < 0.1% |
| 7.573523734 | 18 | < 0.1% |
| Other values (7811) | 45322 |
| Value | Count | Frequency (%) |
| 1.465067405 | 3 | |
| 1.465122557 | 4 | |
| 1.465140019 | 3 | |
| 1.465158713 | 4 | |
| 1.465161362 | 4 | |
| 1.465185811 | 4 | |
| 1.46518979 | 3 | |
| 1.465201601 | 3 | |
| 1.46520251 | 2 | |
| 1.465202575 | 3 |
| Value | Count | Frequency (%) |
| 20.96948938 | 3 | |
| 20.96904516 | 3 | |
| 20.96902845 | 3 | |
| 20.96899356 | 4 | |
| 20.96899262 | 3 | |
| 20.96898885 | 1 | < 0.1% |
| 20.96889945 | 4 | |
| 20.96888933 | 4 | |
| 20.96883412 | 3 | |
| 20.96874894 | 2 |
Interactions
Correlations
| City | City_type | Festival | Rider_age | Rider_rating | Type_of_order | Type_of_vehicle | Vehicle_condition | Weatherconditions | day_of_month | distance | is_weekend | month | multiple_deliveries | order_hour | order_time_of_day | pickup_time | time_taken | traffic_type | weekday | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| City | 1.000 | 0.000 | 0.000 | 0.007 | 0.003 | 0.000 | 0.000 | 0.000 | 0.000 | 0.189 | 0.118 | 0.011 | 0.707 | 0.006 | 0.004 | 0.007 | 0.000 | 0.008 | 0.000 | 0.046 |
| City_type | 0.000 | 1.000 | 0.096 | 0.059 | 0.051 | 0.007 | 0.034 | 0.058 | 0.035 | 0.008 | 0.055 | 0.000 | 0.000 | 0.121 | 0.060 | 0.044 | 0.020 | 0.257 | 0.069 | 0.017 |
| Festival | 0.000 | 0.096 | 1.000 | 0.071 | 0.070 | 0.000 | 0.056 | 0.100 | 0.072 | 0.032 | 0.106 | 0.000 | 0.000 | 0.210 | 0.092 | 0.073 | 0.006 | 0.425 | 0.126 | 0.020 |
| Rider_age | 0.007 | 0.059 | 0.071 | 1.000 | -0.103 | 0.000 | 0.016 | 0.053 | 0.012 | 0.004 | -0.002 | 0.009 | 0.000 | 0.113 | 0.002 | 0.012 | -0.008 | 0.308 | 0.000 | 0.000 |
| Rider_rating | 0.003 | 0.051 | 0.070 | -0.103 | 1.000 | 0.005 | 0.055 | 0.093 | 0.088 | -0.004 | -0.070 | 0.000 | 0.000 | -0.094 | -0.025 | 0.070 | 0.001 | -0.291 | 0.083 | 0.015 |
| Type_of_order | 0.000 | 0.007 | 0.000 | 0.000 | 0.005 | 1.000 | 0.000 | 0.005 | 0.001 | 0.000 | 0.008 | 0.005 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Type_of_vehicle | 0.000 | 0.034 | 0.056 | 0.016 | 0.055 | 0.000 | 1.000 | 0.454 | 0.025 | 0.003 | 0.007 | 0.000 | 0.000 | 0.046 | 0.020 | 0.010 | 0.106 | 0.105 | 0.017 | 0.007 |
| Vehicle_condition | 0.000 | 0.058 | 0.100 | 0.053 | 0.093 | 0.005 | 0.454 | 1.000 | 0.060 | 0.002 | 0.004 | 0.002 | 0.000 | 0.075 | 0.051 | 0.038 | 0.256 | 0.182 | 0.048 | 0.002 |
| Weatherconditions | 0.000 | 0.035 | 0.072 | 0.012 | 0.088 | 0.001 | 0.025 | 0.060 | 1.000 | 0.005 | 0.000 | 0.000 | 0.000 | 0.053 | 0.005 | 0.000 | 0.027 | 0.138 | 0.010 | 0.000 |
| day_of_month | 0.189 | 0.008 | 0.032 | 0.004 | -0.004 | 0.000 | 0.003 | 0.002 | 0.005 | 1.000 | 0.053 | 0.538 | 0.574 | 0.015 | 0.033 | 0.085 | -0.002 | 0.024 | 0.055 | 0.422 |
| distance | 0.118 | 0.055 | 0.106 | -0.002 | -0.070 | 0.008 | 0.007 | 0.004 | 0.000 | 0.053 | 1.000 | 0.000 | 0.041 | 0.123 | 0.517 | 0.658 | 0.002 | 0.312 | 0.424 | 0.087 |
| is_weekend | 0.011 | 0.000 | 0.000 | 0.009 | 0.000 | 0.005 | 0.000 | 0.002 | 0.000 | 0.538 | 0.000 | 1.000 | 0.060 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 |
| month | 0.707 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.574 | 0.041 | 0.060 | 1.000 | 0.000 | 0.005 | 0.002 | 0.004 | 0.010 | 0.002 | 0.151 |
| multiple_deliveries | 0.006 | 0.121 | 0.210 | 0.113 | -0.094 | 0.006 | 0.046 | 0.075 | 0.053 | 0.015 | 0.123 | 0.000 | 0.000 | 1.000 | 0.039 | 0.074 | -0.002 | 0.337 | 0.109 | 0.021 |
| order_hour | 0.004 | 0.060 | 0.092 | 0.002 | -0.025 | 0.000 | 0.020 | 0.051 | 0.005 | 0.033 | 0.517 | 0.007 | 0.005 | 0.039 | 1.000 | 0.962 | 0.004 | 0.105 | 0.803 | 0.055 |
| order_time_of_day | 0.007 | 0.044 | 0.073 | 0.012 | 0.070 | 0.000 | 0.010 | 0.038 | 0.000 | 0.085 | 0.658 | 0.000 | 0.002 | 0.074 | 0.962 | 1.000 | 0.055 | 0.186 | 0.757 | 0.080 |
| pickup_time | 0.000 | 0.020 | 0.006 | -0.008 | 0.001 | 0.000 | 0.106 | 0.256 | 0.027 | -0.002 | 0.002 | 0.000 | 0.004 | -0.002 | 0.004 | 0.055 | 1.000 | -0.007 | 0.025 | 0.000 |
| time_taken | 0.008 | 0.257 | 0.425 | 0.308 | -0.291 | 0.000 | 0.105 | 0.182 | 0.138 | 0.024 | 0.312 | 0.000 | 0.010 | 0.337 | 0.105 | 0.186 | -0.007 | 1.000 | 0.263 | 0.038 |
| traffic_type | 0.000 | 0.069 | 0.126 | 0.000 | 0.083 | 0.000 | 0.017 | 0.048 | 0.010 | 0.055 | 0.424 | 0.000 | 0.002 | 0.109 | 0.803 | 0.757 | 0.025 | 0.263 | 1.000 | 0.053 |
| weekday | 0.046 | 0.017 | 0.020 | 0.000 | 0.015 | 0.000 | 0.007 | 0.002 | 0.000 | 0.422 | 0.087 | 1.000 | 0.151 | 0.021 | 0.055 | 0.080 | 0.000 | 0.038 | 0.053 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| City | Rider_age | Rider_rating | pickup_time | Weatherconditions | traffic_type | Vehicle_condition | Type_of_order | Type_of_vehicle | multiple_deliveries | Festival | City_type | time_taken | weekday | is_weekend | day_of_month | month | order_hour | order_time_of_day | distance | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | INDO | 37.0 | 4.9 | 15.0 | Sunny | high | 2 | Snack | motorcycle | 0.0 | no | urban | 24 | Saturday | 1 | 19 | 3 | 11.0 | Morning | 3.025149 |
| 1 | BANG | 34.0 | 4.5 | 5.0 | Stormy | jam | 2 | Snack | scooter | 1.0 | no | metropolitian | 33 | Friday | 0 | 25 | 3 | 19.0 | Evening | 20.183530 |
| 2 | BANG | 23.0 | 4.4 | 15.0 | Sandstorms | low | 0 | Drinks | motorcycle | 1.0 | no | urban | 26 | Saturday | 1 | 19 | 3 | 8.0 | Morning | 1.552758 |
| 3 | COIMB | 38.0 | 4.7 | 10.0 | Sunny | medium | 0 | Buffet | motorcycle | 1.0 | no | metropolitian | 21 | Tuesday | 0 | 5 | 4 | 18.0 | Afternoon | 7.790401 |
| 4 | CHEN | 32.0 | 4.6 | 15.0 | Cloudy | high | 1 | Snack | scooter | 1.0 | no | metropolitian | 30 | Saturday | 1 | 26 | 3 | 13.0 | Afternoon | 6.210138 |
| 5 | HYD | 22.0 | 4.8 | 10.0 | Cloudy | jam | 0 | Buffet | motorcycle | 1.0 | no | urban | 26 | Friday | 0 | 11 | 3 | 21.0 | Evening | 4.610365 |
| 6 | RANCHI | 33.0 | 4.7 | 15.0 | Fog | jam | 1 | Meal | scooter | 1.0 | no | metropolitian | 40 | Friday | 0 | 4 | 3 | 19.0 | Evening | 16.600361 |
| 7 | MYS | 35.0 | 4.6 | 5.0 | Cloudy | medium | 2 | Meal | motorcycle | 1.0 | no | metropolitian | 32 | Monday | 0 | 14 | 3 | 17.0 | Afternoon | 20.205253 |
| 8 | HYD | 22.0 | 4.8 | 10.0 | Stormy | jam | 0 | Buffet | motorcycle | 1.0 | no | metropolitian | 34 | Sunday | 1 | 20 | 3 | 20.0 | Evening | 19.975520 |
| 9 | DEH | 36.0 | 4.2 | 15.0 | Fog | jam | 2 | Snack | motorcycle | 3.0 | no | metropolitian | 46 | Saturday | 1 | 12 | 2 | 21.0 | Evening | 10.280582 |
| City | Rider_age | Rider_rating | pickup_time | Weatherconditions | traffic_type | Vehicle_condition | Type_of_order | Type_of_vehicle | multiple_deliveries | Festival | City_type | time_taken | weekday | is_weekend | day_of_month | month | order_hour | order_time_of_day | distance | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 45492 | MYS | 36.0 | 4.8 | 10.0 | Sunny | jam | 2 | Drinks | electric_scooter | 1.0 | no | urban | 29 | Friday | 0 | 18 | 3 | 21.0 | Evening | 20.206808 |
| 45493 | CHEN | 37.0 | 4.8 | 15.0 | Sandstorms | low | 2 | Drinks | electric_scooter | 0.0 | no | metropolitian | 20 | Tuesday | 0 | 5 | 4 | 9.0 | Morning | 3.104827 |
| 45494 | KNP | 30.0 | 4.2 | 15.0 | Cloudy | medium | 1 | Snack | motorcycle | 2.0 | yes | metropolitian | 42 | Monday | 0 | 14 | 2 | 18.0 | Afternoon | 10.445325 |
| 45495 | BANG | 28.0 | 4.9 | 5.0 | Sandstorms | jam | 1 | Meal | scooter | 1.0 | no | metropolitian | 29 | Wednesday | 0 | 30 | 3 | 21.0 | Evening | 4.657133 |
| 45496 | RANCHI | 35.0 | 4.2 | 10.0 | Windy | jam | 2 | Drinks | motorcycle | 1.0 | no | metropolitian | 33 | Tuesday | 0 | 8 | 3 | 21.0 | Evening | 16.600272 |
| 45497 | JAP | 30.0 | 4.8 | 10.0 | Windy | high | 1 | Meal | motorcycle | 0.0 | no | metropolitian | 32 | Thursday | 0 | 24 | 3 | 11.0 | Morning | 1.489846 |
| 45498 | AGR | 21.0 | 4.6 | 15.0 | Windy | jam | 0 | Buffet | motorcycle | 1.0 | no | metropolitian | 36 | Wednesday | 0 | 16 | 2 | 19.0 | Evening | 11.002120 |
| 45499 | CHEN | 30.0 | 4.9 | 15.0 | Cloudy | low | 1 | Drinks | scooter | 0.0 | no | metropolitian | 16 | Friday | 0 | 11 | 3 | 23.0 | Evening | 4.657195 |
| 45500 | COIMB | 20.0 | 4.7 | 5.0 | Cloudy | high | 0 | Snack | motorcycle | 1.0 | no | metropolitian | 26 | Monday | 0 | 7 | 3 | 13.0 | Afternoon | 6.232393 |
| 45501 | RANCHI | 23.0 | 4.9 | 5.0 | Fog | medium | 2 | Snack | scooter | 1.0 | no | metropolitian | 36 | Wednesday | 0 | 2 | 3 | 17.0 | Afternoon | 12.074396 |